{"id":"W111200870","doi":"10.1007/978-3-642-59681-0_29","title":"Clinical Needs in the Millenium — Acute Exacerbations of Chronic Bronchitis","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juravinski Hospital; Hamilton General Hospital","funders":"","keywords":"Chronic bronchitis; Moraxella catarrhalis; Medicine; Streptococcus pneumoniae; Bronchitis; Sputum; Intensive care medicine; Respiratory tract infections; Clinical trial; Haemophilus influenzae; Antibiotics; Immunology; Internal medicine; Tuberculosis; Microbiology; Respiratory system; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001797477,0.0003423471,0.0004512448,0.0009647572,0.001336993,0.00284096,0.0004844941,0.001571131,0.004195149],"category_scores_gemma":[0.002837126,0.0002374337,0.0001919403,0.0009837848,0.002512349,0.00419916,0.001967361,0.003068398,0.0006723842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002306351,"about_ca_system_score_gemma":0.003552671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171252,"about_ca_topic_score_gemma":0.007122983,"domain_scores_codex":[0.9994571,0.0002845933,0.00004707675,0.00003096185,0.0001336324,0.00004660978],"domain_scores_gemma":[0.9989391,0.0007498196,0.00004717114,0.00002628686,0.0001119734,0.000125666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000623103,0.0001469722,0.0008209815,0.0008868643,0.00001041281,0.0004409014,0.009841337,0.000190212,0.0009049462,0.3384669,0.3815035,0.2667247],"study_design_scores_gemma":[0.00001896844,0.0000723481,0.002118443,0.001189111,0.000006837768,0.001034233,0.00377146,0.00011679,0.0001011654,0.07728209,0.9142764,0.00001217897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007846296,0.4954087,0.002784459,0.1948528,0.008783835,0.00009935076,0.00006601023,0.00004540015,0.2901132],"genre_scores_gemma":[0.1197432,0.4080442,0.008745735,0.1408406,0.01587783,0.0004315192,0.000185385,0.00007706202,0.3060545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004195149,"threshold_uncertainty_score":0.01673388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04708079055323951,"score_gpt":0.3518127589395728,"score_spread":0.3047319683863333,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}